// For flags

CVE-2023-23930

vantage6's Pickle serialization is insecure

Severity Score

7.2
*CVSS v3.1

Exploit Likelihood

*EPSS

Affected Versions

*CPE

Public Exploits

0
*Multiple Sources

Exploited in Wild

-
*KEV

Decision

Track
*SSVC
Descriptions

vantage6 is privacy preserving federated learning infrastructure. Versions prior to 4.0.0 use pickle, which has known security issue, as a default serialization module but that has known security issues. All users of vantage6 that post tasks with the default serialization are affected. Version 4.0.0 contains a patch. Users may specify JSON serialization as a workaround.

vantage6 es una infraestructura de aprendizaje federada que preserva la privacidad. Las versiones anteriores a la 4.0.0 usan pickle, que tiene problemas de seguridad conocidos, como módulo de serialización predeterminado pero que tiene problemas de seguridad conocidos. Todos los usuarios de vantage6 que publican tareas con la serialización predeterminada se ven afectados. La versión 4.0.0 contiene un parche. Los usuarios pueden especificar la serialización JSON como workaround.

*Credits: N/A
CVSS Scores
Attack Vector
Network
Attack Complexity
Low
Privileges Required
High
User Interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
High
Attack Vector
Network
Attack Complexity
Low
Privileges Required
High
User Interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
Low
Availability
None
* Common Vulnerability Scoring System
SSVC
  • Decision:Track
Exploitation
None
Automatable
No
Tech. Impact
Partial
* Organization's Worst-case Scenario
Timeline
  • 2023-01-19 CVE Reserved
  • 2023-10-11 CVE Published
  • 2024-09-18 CVE Updated
  • 2024-10-17 EPSS Updated
  • ---------- Exploited in Wild
  • ---------- KEV Due Date
  • ---------- First Exploit
CWE
  • CWE-502: Deserialization of Untrusted Data
CAPEC
Affected Vendors, Products, and Versions
Vendor Product Version Other Status
Vendor Product Version Other Status <-- --> Vendor Product Version Other Status
Vantage6
Search vendor "Vantage6"
Vantage6
Search vendor "Vantage6" for product "Vantage6"
< 4.0.2
Search vendor "Vantage6" for product "Vantage6" and version " < 4.0.2"
-
Affected